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Arxiv
6d
210
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Deep Inverse Design for High-Level Synthesis
- High-level synthesis (HLS) is a key automation technique for digital circuit design.
- However, the need for expertise and time in pragma tuning remains challenging for HLS.
- To address this, a novel approach called Deep Inverse Design for HLS (DID4HLS) is proposed.
- DID4HLS integrates graph neural networks and generative models to optimize hardware designs for compute-intensive algorithms.
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